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Manchester City finds itself four points adrift of Mikel Arteta's side with two games in hand and will be looking to apply the pressure back on the Gunners on Thursday evening when they take on Brighton.
Offering his view on how the title race is likely to play out, Lineker told TNT Sports: "The truth is, I don't know.
If you had to put your life on it, you'd probably go Manchester City because they are in a prime spot now and it's in their hands.
They do have a tendency to win every game at the end of the season."
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"But I went for Arsenal at the start of the season," he continued.
It could be any of the three."
Jürgen Klopp, with a tone of resignation, acknowledged the uphill battle for Liverpool in the title race after Wednesday's match.
He continued, expressing the need for a dramatic shift in fortunes: "I can't say now that we are still fully in it, we need a crisis at Man City and Arsenal and need to win football games because if they start losing all their games and we do what we did tonight nothing changes."
Liverpool.com says: The Reds out almost certainly out of the race if we are being realistic
If it is Manchester City, it might be easier to stomach for Liverpool as that is pretty much the norm at this point.
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